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Language Mind And Computation
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Book Synopsis Explaining the Computational Mind by : Marcin Milkowski
Download or read book Explaining the Computational Mind written by Marcin Milkowski and published by MIT Press. This book was released on 2013-03-29 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: A defense of the computational explanation of cognition that relies on mechanistic philosophy of science and advocates for explanatory pluralism. In this book, Marcin Milkowski argues that the mind can be explained computationally because it is itself computational—whether it engages in mental arithmetic, parses natural language, or processes the auditory signals that allow us to experience music. Defending the computational explanation against objections to it—from John Searle and Hilary Putnam in particular—Milkowski writes that computationalism is here to stay but is not what many have taken it to be. It does not, for example, rely on a Cartesian gulf between software and hardware, or mind and brain. Milkowski's mechanistic construal of computation allows him to show that no purely computational explanation of a physical process will ever be complete. Computationalism is only plausible, he argues, if you also accept explanatory pluralism. Milkowski sketches a mechanistic theory of implementation of computation against a background of extant conceptions, describing four dissimilar computational models of cognition. He reviews other philosophical accounts of implementation and computational explanation and defends a notion of representation that is compatible with his mechanistic account and adequate vis à vis the four models discussed earlier. Instead of arguing that there is no computation without representation, he inverts the slogan and shows that there is no representation without computation—but explains that representation goes beyond purely computational considerations. Milkowski's arguments succeed in vindicating computational explanation in a novel way by relying on mechanistic theory of science and interventionist theory of causation.
Book Synopsis Language, Mind and Computation by : P. Mondal
Download or read book Language, Mind and Computation written by P. Mondal and published by Springer. This book was released on 2014-11-12 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores how and in what ways the relationship between language, mind and computation can be conceived of, given that a number of foundational assumptions about this relationship remain unacknowledged in mainstream linguistic theory, yet continue to be the basis of theoretical developments and empirical advances.
Book Synopsis Language, Mind and Computation by : P. Mondal
Download or read book Language, Mind and Computation written by P. Mondal and published by Palgrave Macmillan. This book was released on 2014-01-01 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores how and in what ways the relationship between language, mind and computation can be conceived of, given that a number of foundational assumptions about this relationship remain unacknowledged in mainstream linguistic theory, yet continue to be the basis of theoretical developments and empirical advances.
Book Synopsis Computing the Mind by : Shimon Edelman
Download or read book Computing the Mind written by Shimon Edelman and published by Oxford University Press. This book was released on 2008-09-08 with total page 628 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a culmination of humanity's millennia-long quest for self knowledge, the sciences of the mind are now in a position to offer concrete, empirically validated answers to the most fundamental questions about human nature. What does it mean to be a mind? How is the mind related to the brain? How are minds shaped by their embodiment and environment? What are the principles behind cognitive functions such as perception, memory, language, thought, and consciousness? By analyzing the tasks facing any sentient being that is subject to stimulation and a pressure to act, Shimon Edelman identifies computation as the common denominator in the emerging answers to all these questions. Any system composed of elements that exchange signals with each other and occasionally with the rest of the world can be said to be engaged in computation. A brain composed of neurons is one example of a system that computes, and the computations that the neurons collectively carry out constitute the brain's mind. Edelman presents a computational account of the entire spectrum of cognitive phenomena that constitutes the mind. He begins with sentience, and uses examples from visual perception to demonstrate that it must, at its very core, be a type of computation. Throughout his account, Edelman acknowledges the human mind's biological origins. Along the way, he also demystifies traits such as creativity, language, and individual and collective consciousness, and hints at how naturally evolved minds can transcend some of their limitations by moving to computational substrates other than brains. The account that Edelman gives in this book is accessible, yet unified and rigorous, and the big picture he presents is supported by evidence ranging from neurobiology to computer science. The book should be read by anyone seeking a comprehensive and current introduction to cognitive psychology.
Book Synopsis Computational Explorations in Cognitive Neuroscience by : Randall C. O'Reilly
Download or read book Computational Explorations in Cognitive Neuroscience written by Randall C. O'Reilly and published by MIT Press. This book was released on 2000-08-28 with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text, based on a course taught by Randall O'Reilly and Yuko Munakata over the past several years, provides an in-depth introduction to the main ideas in the computational cognitive neuroscience. The goal of computational cognitive neuroscience is to understand how the brain embodies the mind by using biologically based computational models comprising networks of neuronlike units. This text, based on a course taught by Randall O'Reilly and Yuko Munakata over the past several years, provides an in-depth introduction to the main ideas in the field. The neural units in the simulations use equations based directly on the ion channels that govern the behavior of real neurons, and the neural networks incorporate anatomical and physiological properties of the neocortex. Thus the text provides the student with knowledge of the basic biology of the brain as well as the computational skills needed to simulate large-scale cognitive phenomena. The text consists of two parts. The first part covers basic neural computation mechanisms: individual neurons, neural networks, and learning mechanisms. The second part covers large-scale brain area organization and cognitive phenomena: perception and attention, memory, language, and higher-level cognition. The second part is relatively self-contained and can be used separately for mechanistically oriented cognitive neuroscience courses. Integrated throughout the text are more than forty different simulation models, many of them full-scale research-grade models, with friendly interfaces and accompanying exercises. The simulation software (PDP++, available for all major platforms) and simulations can be downloaded free of charge from the Web. Exercise solutions are available, and the text includes full information on the software.
Book Synopsis Computation and Cognition by : Zenon W. Pylyshyn
Download or read book Computation and Cognition written by Zenon W. Pylyshyn and published by National Geographic Books. This book was released on 1986-02-07 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The question, "What is Cognitive Science?" is often asked but seldom answered to anyone's satisfaction. Until now, most of the answers have come from the new breed of philosophers of mind. This book, however, is written by a distinguished psychologist and computer scientist who is well-known for his work on the conceptual foundations of cognitive science, and especially for his research on mental imagery, representation, and perception. In Computation and Cognition, Pylyshyn argues that computation must not be viewed as just a convenient metaphor for mental activity, but as a literal empirical hypothesis. Such a view must face a number of serious challenges. For example, it must address the question of "strong equivalents" of processes, and must empirically distinguish between phenomena which reveal what knowledge the organism has, phenomena which reveal properties of the biologically determined "functional architecture" of the mind. The principles and ideas Pylyshyn develops are applied to a number of contentious areas of cognitive science, including theories of vision and mental imagery. In illuminating such timely theoretical problems, he draws on insights from psychology, theoretical computer science, artificial intelligence, and psychology of mind. A Bradford Book
Book Synopsis Vygotsky and Cognitive Science by : William Frawley
Download or read book Vygotsky and Cognitive Science written by William Frawley and published by . This book was released on 1997 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: Is a human being a person or a machine? Is the mind a social construction or a formal device? It is both, William Frawley tells us, and by bringing together Vygotsky's sociocultural theory of the mind and cognitive science's computational model, he shows us how this not only can but must be. To do so, Frawley focuses on language, particularly on how the computational mind uses language to mediate the internal and the external during thought. By reconciling the linguistic device and the linguistic person, he argues for a Vygotskyan cognitive science. Frawley begins by exploding the internalist/externalist dichotomy that presently drives cognitive science and falsely pits computationalism against socioculturalism. He replaces the reigning Platonic paradigm of computational mind-science with a framework based on an unusual, unified account of Wittgenstein, thus setting the stage for a Vygotskyan cognitive science centered on three aspects of mind: subjectivity, real-time operation, and breakdown. In this context, he demonstrates how computational psychology accommodates a critical aspect of Vygotskyan theory--private speech--as the mind's metacomputational regulator. An examination of certain congenital disorders (such as Williams Syndrome, Turner Syndrome, and autism) that disrupt speech further clarifies the issue of computational and cognitive control.
Book Synopsis Computationalism by : Matthias Scheutz
Download or read book Computationalism written by Matthias Scheutz and published by MIT Press. This book was released on 2002 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: A new computationalist view of the mind that takes into account real-world issues of embodiment, interaction, physical implementation, and semantics.
Author :John C. Martin Publisher :McGraw-Hill Science, Engineering & Mathematics ISBN 13 :9780072322002 Total Pages :0 pages Book Rating :4.3/5 (22 download)
Book Synopsis Introduction to Languages and the Theory of Computation by : John C. Martin
Download or read book Introduction to Languages and the Theory of Computation written by John C. Martin and published by McGraw-Hill Science, Engineering & Mathematics. This book was released on 2003 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides an introduction to the theory of computation that emphasizes formal languages, automata and abstract models of computation, and computability. This book also includes an introduction to computational complexity and NP-completeness.
Book Synopsis The Extent to Which Âconsciousness' Poses a Problem for the Computational Theory of Mind by : Sebastian A. Wagner
Download or read book The Extent to Which Âconsciousness' Poses a Problem for the Computational Theory of Mind written by Sebastian A. Wagner and published by GRIN Verlag. This book was released on 2011-04 with total page 29 pages. Available in PDF, EPUB and Kindle. Book excerpt: Essay from the year 2008 in the subject Psychology - General, grade: 1,7, University of Derby (Institut für Psychologie), course: Cognitive Psychology, language: English, abstract: In Psychology, many theories and models use process charts resembling circuit diagrams of technical devices. In this account, human behaviour and experience appears to be the result of processes taking place in the 'black box' named cognition. In this context, "computationalism is the view that computation [...] can offer an explanatory basis for cognition" (Davenport, 2008, p.1). The Computational Theory of Mind (CTM) has developed on this foundation, attempting to reveal what is inside this 'black box'. In contrast, human consciousness being a part of cognition (Harnad, 1994) seems to be beyond any scientific explanation. This essay will critically discuss the extent to which consciousness poses a problem for the CTM - regarding issues surrounding consciousness as an area of scientific study, the extent to which consciousness is explicable in computational terms, explanations of consciousness, and Dennett's (1991) different account to consciousness. It will be argued that consciousness does pose a major problem for the CTM, especially when it is conceptualised as subjective experience. It will conclude that Cognitive Science should presently focus only on certain aspects of consciousness, called the easy problems.
Book Synopsis Symbols, Computation, and Intentionality by : Steven Horst
Download or read book Symbols, Computation, and Intentionality written by Steven Horst and published by Steven Horst. This book was released on 2011-09-09 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Memory and the Computational Brain by : C. R. Gallistel
Download or read book Memory and the Computational Brain written by C. R. Gallistel and published by Wiley-Blackwell. This book was released on 2009-04-27 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Memory and the Computational Brain offers a provocative argument that goes to the heart of neuroscience, proposing that the field can and should benefit from the recent advances of cognitive science and the development of information theory over the course of the last several decades. A provocative argument that impacts across the fields of linguistics, cognitive science, and neuroscience, suggesting new perspectives on learning mechanisms in the brain Proposes that the field of neuroscience can and should benefit from the recent advances of cognitive science and the development of information theory Suggests that the architecture of the brain is structured precisely for learning and for memory, and integrates the concept of an addressable read/write memory mechanism into the foundations of neuroscience Based on lectures in the prestigious Blackwell-Maryland Lectures in Language and Cognition, and now significantly reworked and expanded to make it ideal for students and faculty
Book Synopsis Language and Meaning in Cognitive Science by : Andy Clark
Download or read book Language and Meaning in Cognitive Science written by Andy Clark and published by Routledge. This book was released on 2012-11-12 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summarizes and illuminates two decades of research Gathering important papers by both philosophers and scientists, this collection illuminates the central themes that have arisen during the last two decades of work on the conceptual foundations of artificial intelligence and cognitive science. Each volume begins with a comprehensive introduction that places the coverage in a broader perspective and links it with material in the companion volumes. The collection is of interest in many disciplines including computer science, linguistics, biology, information science, psychology, neuroscience, iconography, and philosophy. Examines initial efforts and the latest controversies The topics covered range from the bedrock assumptions of the computational approach to understanding the mind, to the more recent debates concerning cognitive architectures, all the way to the latest developments in robotics, artificial life, and dynamical systems theory. The collection first examines the lineage of major research programs, beginning with the basic idea of machine intelligence itself, then focuses on specific aspects of thought and intelligence, highlighting the much-discussed issue of consciousness, the equally important, but less densely researched issue of emotional response, and the more traditionally philosophical topic of language and meaning. Provides a gamut of perspectives The editors have included several articles that challenge crucial elements of the familiar research program of cognitive science, as well as important writings whose previous circulation has been limited. Within each volume the papers are organized to reflect a variety of research programs and issues. The substantive introductions that accompany each volume further organize the material and provide readers with a working sense of the issues and the connection between articles.
Book Synopsis Language and Cognitive Structures of Emotion by : Prakash Mondal
Download or read book Language and Cognitive Structures of Emotion written by Prakash Mondal and published by Springer. This book was released on 2016-09-13 with total page 198 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines linguistic expressions of emotion in intensional contexts and offers a formally elegant account of the relationship between language and emotion. The author presents a compelling case for the view that there exist, contrary to popular belief, logical universals at the intersection of language and emotive content. This book shows that emotive structures in the mind that are widely assumed to be not only subjectively or socio-culturally variable but also irrelevant to a general theory of cognition offer an unusually suitable ground for a formal theory of emotive representations, allowing for surprising logical and cognitive consequences for a theory of cognition. Challenging mainstream assumptions in cognitive science and in linguistics, this book will appeal to linguists, philosophers of the mind, linguistic anthropologists, psychologists and cognitive scientists of all persuasions.
Book Synopsis Quantifiers and Cognition: Logical and Computational Perspectives by : Jakub Szymanik
Download or read book Quantifiers and Cognition: Logical and Computational Perspectives written by Jakub Szymanik and published by Springer. This book was released on 2018-04-07 with total page 211 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume on the semantic complexity of natural language explores the question why some sentences are more difficult than others. While doing so, it lays the groundwork for extending semantic theory with computational and cognitive aspects by combining linguistics and logic with computations and cognition. Quantifier expressions occur whenever we describe the world and communicate about it. Generalized quantifier theory is therefore one of the basic tools of linguistics today, studying the possible meanings and the inferential power of quantifier expressions by logical means. The classic version was developed in the 1980s, at the interface of linguistics, mathematics and philosophy. Before this volume, advances in "classic" generalized quantifier theory mainly focused on logical questions and their applications to linguistics, this volume adds a computational component, the third pillar of language use and logical activity. This book is essential reading for researchers in linguistics, philosophy, cognitive science, logic, AI, and computer science.
Book Synopsis Introduction to Cognition and Communication by : Keith Stenning
Download or read book Introduction to Cognition and Communication written by Keith Stenning and published by Bradford Book. This book was released on 2006 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to the cognitive sciences through the exploration of one subject -- human communication -- from the perspectives of the component disciplines of cognitive science -- psychology, philosophy, linguistics, and AI. This introduction to the interdisciplinary study of cognition takes the novel approach of bringing several disciplines to bear on the subject of communication. Using the perspectives of linguistics, logic, AI, philosophy, and psychology -- the component fields of cognitive science -- to explore topics in human communication in depth, the book shows readers and students from any background how these disciplines developed their distinctive views, and how those views interact. The book introduces some sample phenomena of human communication that illustrate the approach of cognitive science in understanding the mind, and then considers theoretical issues, including the relation of logic and computation and the concept of representation. It describes the development of a model of natural language and explores the link between an utterance and its meaning and how this can be described in a formal way on the basis of recent advances in AI research. It looks at communication employing graphical messages and the similarities and differences between language and diagrams. Finally, the book considers some general philosophical critiques of computational models of mind. The book can be used at a number of different levels. A glossary, suggestions for further reading, and a Web site with multiple-choice questions are provided for nonspecialist students; advanced students can supplement the material with readings that take the topics into greater depth.
Book Synopsis Toward Human-Level Artificial Intelligence by : Philip C. Jackson, Jr
Download or read book Toward Human-Level Artificial Intelligence written by Philip C. Jackson, Jr and published by Courier Dover Publications. This book was released on 2019-11-13 with total page 43 pages. Available in PDF, EPUB and Kindle. Book excerpt: How can human-level artificial intelligence be achieved? What are the potential consequences? This book describes a research approach toward achieving human-level AI, combining a doctoral thesis and research papers by the author. The research approach, called TalaMind, involves developing an AI system that uses a 'natural language of thought' based on the unconstrained syntax of a language such as English; designing the system as a collection of concepts that can create and modify concepts to behave intelligently in an environment; and using methods from cognitive linguistics for multiple levels of mental representation. Proposing a design-inspection alternative to the Turing Test, these pages discuss 'higher-level mentalities' of human intelligence, which include natural language understanding, higher-level forms of learning and reasoning, imagination, and consciousness. Dr. Jackson gives a comprehensive review of other research, addresses theoretical objections to the proposed approach and to achieving human-level AI in principle, and describes a prototype system that illustrates the potential of the approach. This book discusses economic risks and benefits of AI, considers how to ensure that human-level AI and superintelligence will be beneficial for humanity, and gives reasons why human-level AI may be necessary for humanity's survival and prosperity.
